| Presentation | 2007-12-22 Face Authentication in Moving Image based on Self-Organizing Map Circuit Tomomi YUNO, Ichiro SUDO, Hakaru TAMUKOH, Masatoshi SEKINE, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we describe an image recognition system using a Self-Organizing Map (SOM) circuit. In our proposed system, first, we extract a face region by using a template matching from an input image including a person. Second, we operate SOM algorithm to the extracted face image, and make an indvidual face image map which cope with the face orientation discrimination. Finally, we translate the individual map to base vectors by using Gram-Schmidt Orthogonalization, and recognize unknown input image. In the proposed system, SOM takes much learning time. Therefore, we also describe an advantage of the SOM circuit over a software implementation. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Gram-Schmidt Orthogonalization / Self-Organizing Map Circuit / Face Image Recognition / Template Matching |
| Paper # | NC2007-78 |
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| Committee | NC |
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| Conference Date | 2007/12/15(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Neurocomputing (NC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Face Authentication in Moving Image based on Self-Organizing Map Circuit |
| Sub Title (in English) | |
| Keyword(1) | Gram-Schmidt Orthogonalization |
| Keyword(2) | Self-Organizing Map Circuit |
| Keyword(3) | Face Image Recognition |
| Keyword(4) | Template Matching |
| 1st Author's Name | Tomomi YUNO |
| 1st Author's Affiliation | The Faculty of Technology, Tokyo University of Agriculture and Technology() |
| 2nd Author's Name | Ichiro SUDO |
| 2nd Author's Affiliation | The Faculty of Technology, Tokyo University of Agriculture and Technology |
| 3rd Author's Name | Hakaru TAMUKOH |
| 3rd Author's Affiliation | The Faculty of Technology, Tokyo University of Agriculture and Technology |
| 4th Author's Name | Masatoshi SEKINE |
| 4th Author's Affiliation | The Faculty of Technology, Tokyo University of Agriculture and Technology |
| Date | 2007-12-22 |
| Paper # | NC2007-78 |
| Volume (vol) | vol.107 |
| Number (no) | 410 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |